Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 1649 |
| Missing cells | 14434 |
| Missing cells (%) | 20.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 764.1 B |
Variable types
| NUM | 20 |
|---|---|
| BOOL | 16 |
| CAT | 7 |
apacheadmissiondx has constant value "1649" | Constant |
age has a high cardinality: 70 distinct values | High cardinality |
dischargeweight is highly correlated with admissionweight | High correlation |
admissionweight is highly correlated with dischargeweight | High correlation |
hospitaldischargestatus is highly correlated with hospitaldischargelocation | High correlation |
hospitaldischargelocation is highly correlated with hospitaldischargestatus | High correlation |
admissionheight has 27 (1.6%) missing values | Missing |
hospitaldischargelocation has 27 (1.6%) missing values | Missing |
hospitaldischargestatus has 23 (1.4%) missing values | Missing |
admissionweight has 46 (2.8%) missing values | Missing |
dischargeweight has 730 (44.3%) missing values | Missing |
min_nibp has 200 (12.1%) missing values | Missing |
max_nibp has 200 (12.1%) missing values | Missing |
avg_nibp has 200 (12.1%) missing values | Missing |
min_ibp has 1450 (87.9%) missing values | Missing |
max_ibp has 1450 (87.9%) missing values | Missing |
avg_ibp has 1450 (87.9%) missing values | Missing |
min_nibp_systolic has 129 (7.8%) missing values | Missing |
max_nibp_systolic has 129 (7.8%) missing values | Missing |
avg_nibp_systolic has 129 (7.8%) missing values | Missing |
min_ibp_systolic has 1504 (91.2%) missing values | Missing |
max_ibp_systolic has 1504 (91.2%) missing values | Missing |
avg_ibp_systolic has 1504 (91.2%) missing values | Missing |
creatinine has 22 (1.3%) missing values | Missing |
gcs has 232 (14.1%) missing values | Missing |
antihypertensive_iv_tight_control has 447 (27.1%) missing values | Missing |
antihypertensive_iv_non_tight_control has 447 (27.1%) missing values | Missing |
heparin_iv has 447 (27.1%) missing values | Missing |
inotropes has 447 (27.1%) missing values | Missing |
antiplatelets has 447 (27.1%) missing values | Missing |
anticoag has 447 (27.1%) missing values | Missing |
antihypertensive_non_iv has 447 (27.1%) missing values | Missing |
hypertension has 44 (2.7%) missing values | Missing |
ischemic_heart_disease has 44 (2.7%) missing values | Missing |
peripheral_vascular_disease has 44 (2.7%) missing values | Missing |
atrial_fibrillation has 44 (2.7%) missing values | Missing |
transient_ischemic_attack has 44 (2.7%) missing values | Missing |
previous_stroke has 44 (2.7%) missing values | Missing |
diabetes has 44 (2.7%) missing values | Missing |
hosp_mortality has 23 (1.4%) missing values | Missing |
patientunitstayid has unique values | Unique |
Reproduction
| Analysis started | 2020-12-13 06:21:32.575762 |
|---|---|
| Analysis finished | 2020-12-13 06:23:29.229290 |
| Duration | 1 minute and 56.65 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1649 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1807941.817 |
|---|---|
| Minimum | 142974 |
| Maximum | 3353094 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 142974 |
|---|---|
| 5-th percentile | 265616 |
| Q1 | 999078 |
| median | 1643521 |
| Q3 | 2817963 |
| 95-th percentile | 3226636.2 |
| Maximum | 3353094 |
| Range | 3210120 |
| Interquartile range (IQR) | 1818885 |
Descriptive statistics
| Standard deviation | 1001607.326 |
|---|---|
| Coefficient of variation (CV) | 0.5540041811 |
| Kurtosis | -1.344272056 |
| Mean | 1807941.817 |
| Median Absolute Deviation (MAD) | 941529 |
| Skewness | 0.06850907624 |
| Sum | 2981296056 |
| Variance | 1.003217235e+12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 149497 | 1 | 0.1% | |
| 2362715 | 1 | 0.1% | |
| 3239227 | 1 | 0.1% | |
| 453949 | 1 | 0.1% | |
| 1574206 | 1 | 0.1% | |
| 851267 | 1 | 0.1% | |
| 1680710 | 1 | 0.1% | |
| 1568469 | 1 | 0.1% | |
| 2751825 | 1 | 0.1% | |
| 1316178 | 1 | 0.1% | |
| 3183956 | 1 | 0.1% | |
| 718166 | 1 | 0.1% | |
| 1817949 | 1 | 0.1% | |
| 2241842 | 1 | 0.1% | |
| 3089519 | 1 | 0.1% | |
| 1613157 | 1 | 0.1% | |
| 767336 | 1 | 0.1% | |
| 1578350 | 1 | 0.1% | |
| 1564511 | 1 | 0.1% | |
| 3218545 | 1 | 0.1% | |
| 1006971 | 1 | 0.1% | |
| 499069 | 1 | 0.1% | |
| 1070464 | 1 | 0.1% | |
| 507267 | 1 | 0.1% | |
| 591160 | 1 | 0.1% | |
| Other values (1624) | 1624 | 98.5% |
| Value | Count | Frequency (%) | |
| 142974 | 1 | 0.1% | |
| 143448 | 1 | 0.1% | |
| 143596 | 1 | 0.1% | |
| 145488 | 1 | 0.1% | |
| 147575 | 1 | 0.1% | |
| 148177 | 1 | 0.1% | |
| 149497 | 1 | 0.1% | |
| 149606 | 1 | 0.1% | |
| 149922 | 1 | 0.1% | |
| 150886 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 3353094 | 1 | 0.1% | |
| 3352331 | 1 | 0.1% | |
| 3351973 | 1 | 0.1% | |
| 3351248 | 1 | 0.1% | |
| 3350853 | 1 | 0.1% | |
| 3350520 | 1 | 0.1% | |
| 3350395 | 1 | 0.1% | |
| 3350205 | 1 | 0.1% | |
| 3348841 | 1 | 0.1% | |
| 3347991 | 1 | 0.1% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| Male | |
|---|---|
| Female |
| Value | Count | Frequency (%) | |
| Male | 861 | 52.2% | |
| Female | 788 | 47.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.955730746 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 2437 | 29.8% | |
| a | 1649 | 20.2% | |
| l | 1649 | 20.2% | |
| M | 861 | 10.5% | |
| F | 788 | 9.6% | |
| m | 788 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 6523 | 79.8% | |
| Uppercase Letter | 1649 | 20.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 861 | 52.2% | |
| F | 788 | 47.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 2437 | 37.4% | |
| a | 1649 | 25.3% | |
| l | 1649 | 25.3% | |
| m | 788 | 12.1% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8172 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 2437 | 29.8% | |
| a | 1649 | 20.2% | |
| l | 1649 | 20.2% | |
| M | 861 | 10.5% | |
| F | 788 | 9.6% | |
| m | 788 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 8172 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 2437 | 29.8% | |
| a | 1649 | 20.2% | |
| l | 1649 | 20.2% | |
| M | 861 | 10.5% | |
| F | 788 | 9.6% | |
| m | 788 | 9.6% |
| Distinct | 70 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| > 89 | 75 |
|---|---|
| 75 | 54 |
| 71 | 49 |
| 87 | 48 |
| 66 | 47 |
| Other values (65) |
| Value | Count | Frequency (%) | |
| > 89 | 75 | 4.5% | |
| 75 | 54 | 3.3% | |
| 71 | 49 | 3.0% | |
| 87 | 48 | 2.9% | |
| 66 | 47 | 2.9% | |
| 73 | 46 | 2.8% | |
| 79 | 46 | 2.8% | |
| 83 | 46 | 2.8% | |
| 72 | 45 | 2.7% | |
| 81 | 43 | 2.6% | |
| 78 | 42 | 2.5% | |
| 69 | 41 | 2.5% | |
| 61 | 40 | 2.4% | |
| 68 | 40 | 2.4% | |
| 59 | 39 | 2.4% | |
| 86 | 39 | 2.4% | |
| 76 | 38 | 2.3% | |
| 74 | 37 | 2.2% | |
| 82 | 37 | 2.2% | |
| 57 | 37 | 2.2% | |
| 77 | 36 | 2.2% | |
| 65 | 36 | 2.2% | |
| 70 | 36 | 2.2% | |
| 88 | 36 | 2.2% | |
| 84 | 35 | 2.1% | |
| Other values (45) | 581 | 35.2% |
Frequencies of value counts
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.090964221 |
| Min length | 2 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 8 | 603 | 17.5% | |
| 7 | 597 | 17.3% | |
| 6 | 528 | 15.3% | |
| 5 | 419 | 12.2% | |
| 4 | 251 | 7.3% | |
| 9 | 247 | 7.2% | |
| 3 | 208 | 6.0% | |
| 2 | 170 | 4.9% | |
| 1 | 163 | 4.7% | |
| 0 | 112 | 3.2% | |
| > | 75 | 2.2% | |
| 75 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 3298 | 95.6% | |
| Math Symbol | 75 | 2.2% | |
| Space Separator | 75 | 2.2% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 8 | 603 | 18.3% | |
| 7 | 597 | 18.1% | |
| 6 | 528 | 16.0% | |
| 5 | 419 | 12.7% | |
| 4 | 251 | 7.6% | |
| 9 | 247 | 7.5% | |
| 3 | 208 | 6.3% | |
| 2 | 170 | 5.2% | |
| 1 | 163 | 4.9% | |
| 0 | 112 | 3.4% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| > | 75 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 75 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 3448 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 8 | 603 | 17.5% | |
| 7 | 597 | 17.3% | |
| 6 | 528 | 15.3% | |
| 5 | 419 | 12.2% | |
| 4 | 251 | 7.3% | |
| 9 | 247 | 7.2% | |
| 3 | 208 | 6.0% | |
| 2 | 170 | 4.9% | |
| 1 | 163 | 4.7% | |
| 0 | 112 | 3.2% | |
| > | 75 | 2.2% | |
| 75 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 3448 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 8 | 603 | 17.5% | |
| 7 | 597 | 17.3% | |
| 6 | 528 | 15.3% | |
| 5 | 419 | 12.2% | |
| 4 | 251 | 7.3% | |
| 9 | 247 | 7.2% | |
| 3 | 208 | 6.0% | |
| 2 | 170 | 4.9% | |
| 1 | 163 | 4.7% | |
| 0 | 112 | 3.2% | |
| > | 75 | 2.2% | |
| 75 | 2.2% |
ethnicity
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 7 |
| Missing (%) | 0.4% |
| Memory size | 13.0 KiB |
| Caucasian | |
|---|---|
| African American | |
| Other/Unknown | 77 |
| Hispanic | 68 |
| Asian | 16 |
| Value | Count | Frequency (%) | |
| Caucasian | 1275 | 77.3% | |
| African American | 197 | 11.9% | |
| Other/Unknown | 77 | 4.7% | |
| Hispanic | 68 | 4.1% | |
| Asian | 16 | 1.0% | |
| Native American | 9 | 0.5% | |
| (Missing) | 7 | 0.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 9.950272893 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 4328 | 26.4% | |
| n | 2007 | 12.2% | |
| i | 1839 | 11.2% | |
| c | 1746 | 10.6% | |
| s | 1359 | 8.3% | |
| C | 1275 | 7.8% | |
| u | 1275 | 7.8% | |
| r | 480 | 2.9% | |
| A | 419 | 2.6% | |
| e | 292 | 1.8% | |
| 206 | 1.3% | ||
| m | 206 | 1.3% | |
| f | 197 | 1.2% | |
| t | 86 | 0.5% | |
| O | 77 | 0.5% | |
| h | 77 | 0.5% | |
| / | 77 | 0.5% | |
| U | 77 | 0.5% | |
| k | 77 | 0.5% | |
| o | 77 | 0.5% | |
| w | 77 | 0.5% | |
| H | 68 | 0.4% | |
| p | 68 | 0.4% | |
| N | 9 | 0.1% | |
| v | 9 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 14200 | 86.5% | |
| Uppercase Letter | 1925 | 11.7% | |
| Space Separator | 206 | 1.3% | |
| Other Punctuation | 77 | 0.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 1275 | 66.2% | |
| A | 419 | 21.8% | |
| O | 77 | 4.0% | |
| U | 77 | 4.0% | |
| H | 68 | 3.5% | |
| N | 9 | 0.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 4328 | 30.5% | |
| n | 2007 | 14.1% | |
| i | 1839 | 13.0% | |
| c | 1746 | 12.3% | |
| s | 1359 | 9.6% | |
| u | 1275 | 9.0% | |
| r | 480 | 3.4% | |
| e | 292 | 2.1% | |
| m | 206 | 1.5% | |
| f | 197 | 1.4% | |
| t | 86 | 0.6% | |
| h | 77 | 0.5% | |
| k | 77 | 0.5% | |
| o | 77 | 0.5% | |
| w | 77 | 0.5% | |
| p | 68 | 0.5% | |
| v | 9 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 206 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 77 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 16125 | 98.3% | |
| Common | 283 | 1.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 4328 | 26.8% | |
| n | 2007 | 12.4% | |
| i | 1839 | 11.4% | |
| c | 1746 | 10.8% | |
| s | 1359 | 8.4% | |
| C | 1275 | 7.9% | |
| u | 1275 | 7.9% | |
| r | 480 | 3.0% | |
| A | 419 | 2.6% | |
| e | 292 | 1.8% | |
| m | 206 | 1.3% | |
| f | 197 | 1.2% | |
| t | 86 | 0.5% | |
| O | 77 | 0.5% | |
| h | 77 | 0.5% | |
| U | 77 | 0.5% | |
| k | 77 | 0.5% | |
| o | 77 | 0.5% | |
| w | 77 | 0.5% | |
| H | 68 | 0.4% | |
| p | 68 | 0.4% | |
| N | 9 | 0.1% | |
| v | 9 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 206 | 72.8% | ||
| / | 77 | 27.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16408 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 4328 | 26.4% | |
| n | 2007 | 12.2% | |
| i | 1839 | 11.2% | |
| c | 1746 | 10.6% | |
| s | 1359 | 8.3% | |
| C | 1275 | 7.8% | |
| u | 1275 | 7.8% | |
| r | 480 | 2.9% | |
| A | 419 | 2.6% | |
| e | 292 | 1.8% | |
| 206 | 1.3% | ||
| m | 206 | 1.3% | |
| f | 197 | 1.2% | |
| t | 86 | 0.5% | |
| O | 77 | 0.5% | |
| h | 77 | 0.5% | |
| / | 77 | 0.5% | |
| U | 77 | 0.5% | |
| k | 77 | 0.5% | |
| o | 77 | 0.5% | |
| w | 77 | 0.5% | |
| H | 68 | 0.4% | |
| p | 68 | 0.4% | |
| N | 9 | 0.1% | |
| v | 9 | 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| CVA, cerebrovascular accident/stroke |
|---|
| Value | Count | Frequency (%) | |
| CVA, cerebrovascular accident/stroke | 1649 | 100.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Most occurring characters
| Value | Count | Frequency (%) | |
| c | 6596 | 11.1% | |
| e | 6596 | 11.1% | |
| r | 6596 | 11.1% | |
| a | 4947 | 8.3% | |
| 3298 | 5.6% | ||
| o | 3298 | 5.6% | |
| s | 3298 | 5.6% | |
| t | 3298 | 5.6% | |
| C | 1649 | 2.8% | |
| V | 1649 | 2.8% | |
| A | 1649 | 2.8% | |
| , | 1649 | 2.8% | |
| b | 1649 | 2.8% | |
| v | 1649 | 2.8% | |
| u | 1649 | 2.8% | |
| l | 1649 | 2.8% | |
| i | 1649 | 2.8% | |
| d | 1649 | 2.8% | |
| n | 1649 | 2.8% | |
| / | 1649 | 2.8% | |
| k | 1649 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 47821 | 80.6% | |
| Uppercase Letter | 4947 | 8.3% | |
| Other Punctuation | 3298 | 5.6% | |
| Space Separator | 3298 | 5.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 1649 | 33.3% | |
| V | 1649 | 33.3% | |
| A | 1649 | 33.3% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 1649 | 50.0% | |
| / | 1649 | 50.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 3298 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| c | 6596 | 13.8% | |
| e | 6596 | 13.8% | |
| r | 6596 | 13.8% | |
| a | 4947 | 10.3% | |
| o | 3298 | 6.9% | |
| s | 3298 | 6.9% | |
| t | 3298 | 6.9% | |
| b | 1649 | 3.4% | |
| v | 1649 | 3.4% | |
| u | 1649 | 3.4% | |
| l | 1649 | 3.4% | |
| i | 1649 | 3.4% | |
| d | 1649 | 3.4% | |
| n | 1649 | 3.4% | |
| k | 1649 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 52768 | 88.9% | |
| Common | 6596 | 11.1% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| c | 6596 | 12.5% | |
| e | 6596 | 12.5% | |
| r | 6596 | 12.5% | |
| a | 4947 | 9.4% | |
| o | 3298 | 6.2% | |
| s | 3298 | 6.2% | |
| t | 3298 | 6.2% | |
| C | 1649 | 3.1% | |
| V | 1649 | 3.1% | |
| A | 1649 | 3.1% | |
| b | 1649 | 3.1% | |
| v | 1649 | 3.1% | |
| u | 1649 | 3.1% | |
| l | 1649 | 3.1% | |
| i | 1649 | 3.1% | |
| d | 1649 | 3.1% | |
| n | 1649 | 3.1% | |
| k | 1649 | 3.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3298 | 50.0% | ||
| , | 1649 | 25.0% | |
| / | 1649 | 25.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 59364 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| c | 6596 | 11.1% | |
| e | 6596 | 11.1% | |
| r | 6596 | 11.1% | |
| a | 4947 | 8.3% | |
| 3298 | 5.6% | ||
| o | 3298 | 5.6% | |
| s | 3298 | 5.6% | |
| t | 3298 | 5.6% | |
| C | 1649 | 2.8% | |
| V | 1649 | 2.8% | |
| A | 1649 | 2.8% | |
| , | 1649 | 2.8% | |
| b | 1649 | 2.8% | |
| v | 1649 | 2.8% | |
| u | 1649 | 2.8% | |
| l | 1649 | 2.8% | |
| i | 1649 | 2.8% | |
| d | 1649 | 2.8% | |
| n | 1649 | 2.8% | |
| / | 1649 | 2.8% | |
| k | 1649 | 2.8% |
| Distinct | 126 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 27 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 169.2375092 |
|---|---|
| Minimum | 61.5 |
| Maximum | 205.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 61.5 |
|---|---|
| 5-th percentile | 152.4 |
| Q1 | 160.4 |
| median | 170 |
| Q3 | 177.8 |
| 95-th percentile | 187.9 |
| Maximum | 205.7 |
| Range | 144.2 |
| Interquartile range (IQR) | 17.4 |
Descriptive statistics
| Standard deviation | 11.35615773 |
|---|---|
| Coefficient of variation (CV) | 0.06710189588 |
| Kurtosis | 7.256187305 |
| Mean | 169.2375092 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | -0.9083799916 |
| Sum | 274503.24 |
| Variance | 128.9623183 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 160 | 122 | 7.4% | |
| 167.6 | 92 | 5.6% | |
| 177.8 | 86 | 5.2% | |
| 172.7 | 76 | 4.6% | |
| 162.6 | 74 | 4.5% | |
| 170.2 | 73 | 4.4% | |
| 165.1 | 72 | 4.4% | |
| 157.5 | 71 | 4.3% | |
| 182.9 | 60 | 3.6% | |
| 180.3 | 59 | 3.6% | |
| 175.3 | 52 | 3.2% | |
| 165 | 42 | 2.5% | |
| 154.9 | 42 | 2.5% | |
| 188 | 40 | 2.4% | |
| 180 | 38 | 2.3% | |
| 175 | 37 | 2.2% | |
| 152.4 | 36 | 2.2% | |
| 170 | 35 | 2.1% | |
| 173 | 29 | 1.8% | |
| 185.4 | 28 | 1.7% | |
| 178 | 26 | 1.6% | |
| 163 | 21 | 1.3% | |
| 168 | 18 | 1.1% | |
| 185 | 17 | 1.0% | |
| 172 | 16 | 1.0% | |
| Other values (101) | 360 | 21.8% | |
| (Missing) | 27 | 1.6% |
| Value | Count | Frequency (%) | |
| 61.5 | 1 | 0.1% | |
| 85 | 1 | 0.1% | |
| 94 | 1 | 0.1% | |
| 121.9 | 1 | 0.1% | |
| 134.6 | 1 | 0.1% | |
| 137.2 | 1 | 0.1% | |
| 140 | 1 | 0.1% | |
| 142.2 | 5 | 0.3% | |
| 144.8 | 1 | 0.1% | |
| 145 | 3 | 0.2% |
| Value | Count | Frequency (%) | |
| 205.7 | 1 | 0.1% | |
| 203.2 | 1 | 0.1% | |
| 202.2 | 1 | 0.1% | |
| 200.7 | 1 | 0.1% | |
| 198.1 | 1 | 0.1% | |
| 195.6 | 2 | 0.1% | |
| 193.04 | 1 | 0.1% | |
| 193 | 12 | 0.7% | |
| 192 | 1 | 0.1% | |
| 191 | 2 | 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 27 |
| Missing (%) | 1.6% |
| Memory size | 13.0 KiB |
| Home | |
|---|---|
| Skilled Nursing Facility | |
| Rehabilitation | |
| Death | |
| Other | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Home | 624 | 37.8% | |
| Skilled Nursing Facility | 281 | 17.0% | |
| Rehabilitation | 242 | 14.7% | |
| Death | 167 | 10.1% | |
| Other | 121 | 7.3% | |
| Other External | 98 | 5.9% | |
| Other Hospital | 61 | 3.7% | |
| Nursing Home | 28 | 1.7% | |
| (Missing) | 27 | 1.6% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 24 |
|---|---|
| Median length | 5 |
| Mean length | 10.13402062 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| i | 1939 | 11.6% | |
| e | 1720 | 10.3% | |
| t | 1371 | 8.2% | |
| l | 1244 | 7.4% | |
| a | 1118 | 6.7% | |
| o | 955 | 5.7% | |
| 749 | 4.5% | ||
| H | 713 | 4.3% | |
| n | 703 | 4.2% | |
| h | 689 | 4.1% | |
| r | 687 | 4.1% | |
| m | 652 | 3.9% | |
| s | 370 | 2.2% | |
| N | 309 | 1.8% | |
| u | 309 | 1.8% | |
| g | 309 | 1.8% | |
| S | 281 | 1.7% | |
| k | 281 | 1.7% | |
| d | 281 | 1.7% | |
| F | 281 | 1.7% | |
| c | 281 | 1.7% | |
| y | 281 | 1.7% | |
| O | 280 | 1.7% | |
| R | 242 | 1.4% | |
| b | 242 | 1.4% | |
| Other values (4) | 424 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 13591 | 81.3% | |
| Uppercase Letter | 2371 | 14.2% | |
| Space Separator | 749 | 4.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| H | 713 | 30.1% | |
| N | 309 | 13.0% | |
| S | 281 | 11.9% | |
| F | 281 | 11.9% | |
| O | 280 | 11.8% | |
| R | 242 | 10.2% | |
| D | 167 | 7.0% | |
| E | 98 | 4.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| i | 1939 | 14.3% | |
| e | 1720 | 12.7% | |
| t | 1371 | 10.1% | |
| l | 1244 | 9.2% | |
| a | 1118 | 8.2% | |
| o | 955 | 7.0% | |
| n | 703 | 5.2% | |
| h | 689 | 5.1% | |
| r | 687 | 5.1% | |
| m | 652 | 4.8% | |
| s | 370 | 2.7% | |
| u | 309 | 2.3% | |
| g | 309 | 2.3% | |
| k | 281 | 2.1% | |
| d | 281 | 2.1% | |
| c | 281 | 2.1% | |
| y | 281 | 2.1% | |
| b | 242 | 1.8% | |
| x | 98 | 0.7% | |
| p | 61 | 0.4% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 749 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 15962 | 95.5% | |
| Common | 749 | 4.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| i | 1939 | 12.1% | |
| e | 1720 | 10.8% | |
| t | 1371 | 8.6% | |
| l | 1244 | 7.8% | |
| a | 1118 | 7.0% | |
| o | 955 | 6.0% | |
| H | 713 | 4.5% | |
| n | 703 | 4.4% | |
| h | 689 | 4.3% | |
| r | 687 | 4.3% | |
| m | 652 | 4.1% | |
| s | 370 | 2.3% | |
| N | 309 | 1.9% | |
| u | 309 | 1.9% | |
| g | 309 | 1.9% | |
| S | 281 | 1.8% | |
| k | 281 | 1.8% | |
| d | 281 | 1.8% | |
| F | 281 | 1.8% | |
| c | 281 | 1.8% | |
| y | 281 | 1.8% | |
| O | 280 | 1.8% | |
| R | 242 | 1.5% | |
| b | 242 | 1.5% | |
| D | 167 | 1.0% | |
| Other values (3) | 257 | 1.6% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 749 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 16711 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| i | 1939 | 11.6% | |
| e | 1720 | 10.3% | |
| t | 1371 | 8.2% | |
| l | 1244 | 7.4% | |
| a | 1118 | 6.7% | |
| o | 955 | 5.7% | |
| 749 | 4.5% | ||
| H | 713 | 4.3% | |
| n | 703 | 4.2% | |
| h | 689 | 4.1% | |
| r | 687 | 4.1% | |
| m | 652 | 3.9% | |
| s | 370 | 2.2% | |
| N | 309 | 1.8% | |
| u | 309 | 1.8% | |
| g | 309 | 1.8% | |
| S | 281 | 1.7% | |
| k | 281 | 1.7% | |
| d | 281 | 1.7% | |
| F | 281 | 1.7% | |
| c | 281 | 1.7% | |
| y | 281 | 1.7% | |
| O | 280 | 1.7% | |
| R | 242 | 1.4% | |
| b | 242 | 1.4% | |
| Other values (4) | 424 | 2.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 23 |
| Missing (%) | 1.4% |
| Memory size | 13.0 KiB |
| Alive | |
|---|---|
| Expired |
| Value | Count | Frequency (%) | |
| Alive | 1459 | 88.5% | |
| Expired | 167 | 10.1% | |
| (Missing) | 23 | 1.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.174651304 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| i | 1626 | 19.1% | |
| e | 1626 | 19.1% | |
| A | 1459 | 17.1% | |
| l | 1459 | 17.1% | |
| v | 1459 | 17.1% | |
| E | 167 | 2.0% | |
| x | 167 | 2.0% | |
| p | 167 | 2.0% | |
| r | 167 | 2.0% | |
| d | 167 | 2.0% | |
| n | 46 | 0.5% | |
| a | 23 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 6907 | 80.9% | |
| Uppercase Letter | 1626 | 19.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 1459 | 89.7% | |
| E | 167 | 10.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| i | 1626 | 23.5% | |
| e | 1626 | 23.5% | |
| l | 1459 | 21.1% | |
| v | 1459 | 21.1% | |
| x | 167 | 2.4% | |
| p | 167 | 2.4% | |
| r | 167 | 2.4% | |
| d | 167 | 2.4% | |
| n | 46 | 0.7% | |
| a | 23 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 8533 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| i | 1626 | 19.1% | |
| e | 1626 | 19.1% | |
| A | 1459 | 17.1% | |
| l | 1459 | 17.1% | |
| v | 1459 | 17.1% | |
| E | 167 | 2.0% | |
| x | 167 | 2.0% | |
| p | 167 | 2.0% | |
| r | 167 | 2.0% | |
| d | 167 | 2.0% | |
| n | 46 | 0.5% | |
| a | 23 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 8533 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| i | 1626 | 19.1% | |
| e | 1626 | 19.1% | |
| A | 1459 | 17.1% | |
| l | 1459 | 17.1% | |
| v | 1459 | 17.1% | |
| E | 167 | 2.0% | |
| x | 167 | 2.0% | |
| p | 167 | 2.0% | |
| r | 167 | 2.0% | |
| d | 167 | 2.0% | |
| n | 46 | 0.5% | |
| a | 23 | 0.3% |
unittype
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| Med-Surg ICU | |
|---|---|
| Neuro ICU | |
| SICU | |
| MICU | |
| Cardiac ICU | 62 |
| Other values (3) | 54 |
| Value | Count | Frequency (%) | |
| Med-Surg ICU | 693 | 42.0% | |
| Neuro ICU | 631 | 38.3% | |
| SICU | 124 | 7.5% | |
| MICU | 85 | 5.2% | |
| Cardiac ICU | 62 | 3.8% | |
| CCU-CTICU | 36 | 2.2% | |
| CTICU | 15 | 0.9% | |
| CSICU | 3 | 0.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 9.658580958 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| C | 1837 | 11.5% | |
| U | 1685 | 10.6% | |
| I | 1649 | 10.4% | |
| r | 1386 | 8.7% | |
| 1386 | 8.7% | ||
| e | 1324 | 8.3% | |
| u | 1324 | 8.3% | |
| S | 820 | 5.1% | |
| M | 778 | 4.9% | |
| d | 755 | 4.7% | |
| - | 729 | 4.6% | |
| g | 693 | 4.4% | |
| N | 631 | 4.0% | |
| o | 631 | 4.0% | |
| a | 124 | 0.8% | |
| i | 62 | 0.4% | |
| c | 62 | 0.4% | |
| T | 51 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 7451 | 46.8% | |
| Lowercase Letter | 6361 | 39.9% | |
| Space Separator | 1386 | 8.7% | |
| Dash Punctuation | 729 | 4.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 1837 | 24.7% | |
| U | 1685 | 22.6% | |
| I | 1649 | 22.1% | |
| S | 820 | 11.0% | |
| M | 778 | 10.4% | |
| N | 631 | 8.5% | |
| T | 51 | 0.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 1386 | 21.8% | |
| e | 1324 | 20.8% | |
| u | 1324 | 20.8% | |
| d | 755 | 11.9% | |
| g | 693 | 10.9% | |
| o | 631 | 9.9% | |
| a | 124 | 1.9% | |
| i | 62 | 1.0% | |
| c | 62 | 1.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 729 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1386 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 13812 | 86.7% | |
| Common | 2115 | 13.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| C | 1837 | 13.3% | |
| U | 1685 | 12.2% | |
| I | 1649 | 11.9% | |
| r | 1386 | 10.0% | |
| e | 1324 | 9.6% | |
| u | 1324 | 9.6% | |
| S | 820 | 5.9% | |
| M | 778 | 5.6% | |
| d | 755 | 5.5% | |
| g | 693 | 5.0% | |
| N | 631 | 4.6% | |
| o | 631 | 4.6% | |
| a | 124 | 0.9% | |
| i | 62 | 0.4% | |
| c | 62 | 0.4% | |
| T | 51 | 0.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1386 | 65.5% | ||
| - | 729 | 34.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 15927 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| C | 1837 | 11.5% | |
| U | 1685 | 10.6% | |
| I | 1649 | 10.4% | |
| r | 1386 | 8.7% | |
| 1386 | 8.7% | ||
| e | 1324 | 8.3% | |
| u | 1324 | 8.3% | |
| S | 820 | 5.1% | |
| M | 778 | 4.9% | |
| d | 755 | 4.7% | |
| - | 729 | 4.6% | |
| g | 693 | 4.4% | |
| N | 631 | 4.0% | |
| o | 631 | 4.0% | |
| a | 124 | 0.8% | |
| i | 62 | 0.4% | |
| c | 62 | 0.4% | |
| T | 51 | 0.3% |
| Distinct | 726 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 46 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.75192764 |
|---|---|
| Minimum | 32.02 |
| Maximum | 224.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 32.02 |
|---|---|
| 5-th percentile | 52.016 |
| Q1 | 68 |
| median | 80 |
| Q3 | 94.1 |
| 95-th percentile | 122.465 |
| Maximum | 224.4 |
| Range | 192.38 |
| Interquartile range (IQR) | 26.1 |
Descriptive statistics
| Standard deviation | 22.10867881 |
|---|---|
| Coefficient of variation (CV) | 0.2671681427 |
| Kurtosis | 2.836327119 |
| Mean | 82.75192764 |
| Median Absolute Deviation (MAD) | 12.98 |
| Skewness | 1.088504953 |
| Sum | 132651.34 |
| Variance | 488.7936789 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 80 | 17 | 1.0% | |
| 63.5 | 15 | 0.9% | |
| 90.7 | 14 | 0.8% | |
| 74.8 | 14 | 0.8% | |
| 68 | 14 | 0.8% | |
| 81.6 | 13 | 0.8% | |
| 100 | 12 | 0.7% | |
| 72.5 | 11 | 0.7% | |
| 82 | 11 | 0.7% | |
| 72.6 | 11 | 0.7% | |
| 104.3 | 10 | 0.6% | |
| 86.2 | 9 | 0.5% | |
| 70 | 9 | 0.5% | |
| 87 | 9 | 0.5% | |
| 73 | 9 | 0.5% | |
| 81 | 8 | 0.5% | |
| 77.1 | 8 | 0.5% | |
| 88.5 | 7 | 0.4% | |
| 65.8 | 7 | 0.4% | |
| 77.11 | 7 | 0.4% | |
| 85 | 7 | 0.4% | |
| 54.4 | 7 | 0.4% | |
| 84 | 7 | 0.4% | |
| 61 | 7 | 0.4% | |
| 87.5 | 7 | 0.4% | |
| Other values (701) | 1353 | 82.0% | |
| (Missing) | 46 | 2.8% |
| Value | Count | Frequency (%) | |
| 32.02 | 1 | 0.1% | |
| 34 | 1 | 0.1% | |
| 36.4 | 1 | 0.1% | |
| 37 | 1 | 0.1% | |
| 37.42 | 1 | 0.1% | |
| 39.3 | 1 | 0.1% | |
| 40.4 | 1 | 0.1% | |
| 41.5 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 43.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 224.4 | 1 | 0.1% | |
| 204.5 | 1 | 0.1% | |
| 185.3 | 1 | 0.1% | |
| 183 | 1 | 0.1% | |
| 182.9 | 1 | 0.1% | |
| 181.4 | 1 | 0.1% | |
| 176.9 | 1 | 0.1% | |
| 170.6 | 1 | 0.1% | |
| 166.4 | 1 | 0.1% | |
| 160 | 1 | 0.1% |
| Distinct | 605 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 730 |
| Missing (%) | 44.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.06846572 |
|---|---|
| Minimum | 11.98 |
| Maximum | 231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 11.98 |
|---|---|
| 5-th percentile | 49.74 |
| Q1 | 67.3 |
| median | 78.8 |
| Q3 | 94.95 |
| 95-th percentile | 123.039 |
| Maximum | 231 |
| Range | 219.02 |
| Interquartile range (IQR) | 27.65 |
Descriptive statistics
| Standard deviation | 23.58898997 |
|---|---|
| Coefficient of variation (CV) | 0.2874306198 |
| Kurtosis | 4.982163027 |
| Mean | 82.06846572 |
| Median Absolute Deviation (MAD) | 13.48 |
| Skewness | 1.207634826 |
| Sum | 75420.92 |
| Variance | 556.4404476 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 73.4 | 6 | 0.4% | |
| 73.1 | 5 | 0.3% | |
| 66.5 | 5 | 0.3% | |
| 86.3 | 4 | 0.2% | |
| 75.9 | 4 | 0.2% | |
| 79.2 | 4 | 0.2% | |
| 70.3 | 4 | 0.2% | |
| 77.3 | 4 | 0.2% | |
| 69.7 | 4 | 0.2% | |
| 65.7 | 4 | 0.2% | |
| 97.1 | 4 | 0.2% | |
| 72.1 | 4 | 0.2% | |
| 74.5 | 4 | 0.2% | |
| 97.9 | 4 | 0.2% | |
| 76.2 | 4 | 0.2% | |
| 84.4 | 4 | 0.2% | |
| 91 | 4 | 0.2% | |
| 77.1 | 4 | 0.2% | |
| 92.3 | 4 | 0.2% | |
| 70 | 4 | 0.2% | |
| 80 | 4 | 0.2% | |
| 75.3 | 4 | 0.2% | |
| 83.6 | 3 | 0.2% | |
| 75.7 | 3 | 0.2% | |
| 71 | 3 | 0.2% | |
| Other values (580) | 818 | 49.6% | |
| (Missing) | 730 | 44.3% |
| Value | Count | Frequency (%) | |
| 11.98 | 1 | 0.1% | |
| 21.3 | 1 | 0.1% | |
| 22.8 | 1 | 0.1% | |
| 24.8 | 1 | 0.1% | |
| 25.8 | 1 | 0.1% | |
| 27.9 | 1 | 0.1% | |
| 28.1 | 1 | 0.1% | |
| 28.5 | 1 | 0.1% | |
| 28.8 | 1 | 0.1% | |
| 30.6 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 231 | 1 | 0.1% | |
| 223 | 1 | 0.1% | |
| 220 | 1 | 0.1% | |
| 188.9 | 1 | 0.1% | |
| 183 | 1 | 0.1% | |
| 176.9 | 1 | 0.1% | |
| 170.5 | 1 | 0.1% | |
| 153.9 | 1 | 0.1% | |
| 147.8 | 1 | 0.1% | |
| 144.1 | 1 | 0.1% |
icu_los_hours
Real number (ℝ≥0)
| Distinct | 242 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.95451789 |
|---|---|
| Minimum | 0 |
| Maximum | 771 |
| Zeros | 5 |
| Zeros (%) | 0.3% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 24 |
| median | 43 |
| Q3 | 70 |
| 95-th percentile | 188 |
| Maximum | 771 |
| Range | 771 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 71.73444822 |
|---|---|
| Coefficient of variation (CV) | 1.139464658 |
| Kurtosis | 19.40796544 |
| Mean | 62.95451789 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 3.730992072 |
| Sum | 103812 |
| Variance | 5145.831061 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 26 | 42 | 2.5% | |
| 22 | 41 | 2.5% | |
| 23 | 40 | 2.4% | |
| 19 | 35 | 2.1% | |
| 47 | 33 | 2.0% | |
| 25 | 31 | 1.9% | |
| 45 | 31 | 1.9% | |
| 43 | 31 | 1.9% | |
| 21 | 30 | 1.8% | |
| 24 | 28 | 1.7% | |
| 28 | 26 | 1.6% | |
| 46 | 26 | 1.6% | |
| 20 | 26 | 1.6% | |
| 38 | 25 | 1.5% | |
| 37 | 25 | 1.5% | |
| 17 | 24 | 1.5% | |
| 27 | 24 | 1.5% | |
| 18 | 23 | 1.4% | |
| 31 | 23 | 1.4% | |
| 41 | 23 | 1.4% | |
| 49 | 23 | 1.4% | |
| 68 | 22 | 1.3% | |
| 34 | 21 | 1.3% | |
| 36 | 21 | 1.3% | |
| 32 | 21 | 1.3% | |
| Other values (217) | 954 | 57.9% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.3% | |
| 1 | 10 | 0.6% | |
| 2 | 7 | 0.4% | |
| 3 | 5 | 0.3% | |
| 4 | 8 | 0.5% | |
| 5 | 4 | 0.2% | |
| 6 | 8 | 0.5% | |
| 7 | 9 | 0.5% | |
| 8 | 8 | 0.5% | |
| 9 | 8 | 0.5% |
| Value | Count | Frequency (%) | |
| 771 | 1 | 0.1% | |
| 576 | 1 | 0.1% | |
| 552 | 1 | 0.1% | |
| 551 | 1 | 0.1% | |
| 536 | 1 | 0.1% | |
| 528 | 1 | 0.1% | |
| 522 | 1 | 0.1% | |
| 501 | 1 | 0.1% | |
| 486 | 1 | 0.1% | |
| 481 | 1 | 0.1% |
is_primary
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1236 | 75.0% | |
| 0 | 413 | 25.0% |
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 200 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.7605245 |
|---|---|
| Minimum | 16 |
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 52.4 |
| Q1 | 68 |
| median | 78 |
| Q3 | 90 |
| 95-th percentile | 112 |
| Maximum | 170 |
| Range | 154 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 18.48203365 |
|---|---|
| Coefficient of variation (CV) | 0.2317190585 |
| Kurtosis | 1.68711711 |
| Mean | 79.7605245 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.6121859319 |
| Sum | 115573 |
| Variance | 341.5855677 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 76 | 51 | 3.1% | |
| 77 | 45 | 2.7% | |
| 74 | 42 | 2.5% | |
| 82 | 39 | 2.4% | |
| 87 | 38 | 2.3% | |
| 73 | 38 | 2.3% | |
| 81 | 36 | 2.2% | |
| 75 | 36 | 2.2% | |
| 68 | 35 | 2.1% | |
| 86 | 34 | 2.1% | |
| 63 | 33 | 2.0% | |
| 66 | 33 | 2.0% | |
| 71 | 33 | 2.0% | |
| 78 | 32 | 1.9% | |
| 72 | 32 | 1.9% | |
| 64 | 31 | 1.9% | |
| 85 | 31 | 1.9% | |
| 88 | 30 | 1.8% | |
| 69 | 29 | 1.8% | |
| 67 | 29 | 1.8% | |
| 80 | 29 | 1.8% | |
| 83 | 27 | 1.6% | |
| 70 | 26 | 1.6% | |
| 90 | 25 | 1.5% | |
| 91 | 24 | 1.5% | |
| Other values (87) | 611 | 37.1% | |
| (Missing) | 200 | 12.1% |
| Value | Count | Frequency (%) | |
| 16 | 1 | 0.1% | |
| 21 | 3 | 0.2% | |
| 28 | 1 | 0.1% | |
| 31 | 1 | 0.1% | |
| 32 | 1 | 0.1% | |
| 36 | 1 | 0.1% | |
| 37 | 3 | 0.2% | |
| 39 | 2 | 0.1% | |
| 40 | 3 | 0.2% | |
| 41 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 170 | 1 | 0.1% | |
| 161 | 1 | 0.1% | |
| 159 | 1 | 0.1% | |
| 158 | 1 | 0.1% | |
| 152 | 1 | 0.1% | |
| 149 | 2 | 0.1% | |
| 148 | 1 | 0.1% | |
| 144 | 2 | 0.1% | |
| 143 | 1 | 0.1% | |
| 141 | 1 | 0.1% |
| Distinct | 124 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 200 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.2097999 |
|---|---|
| Minimum | 57 |
| Maximum | 222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 96 |
| median | 109 |
| Q3 | 123 |
| 95-th percentile | 149 |
| Maximum | 222 |
| Range | 165 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 22.27413057 |
|---|---|
| Coefficient of variation (CV) | 0.2002892785 |
| Kurtosis | 1.742021786 |
| Mean | 111.2097999 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.8239422646 |
| Sum | 161143 |
| Variance | 496.1368928 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 106 | 34 | 2.1% | |
| 104 | 33 | 2.0% | |
| 105 | 33 | 2.0% | |
| 108 | 32 | 1.9% | |
| 114 | 32 | 1.9% | |
| 109 | 31 | 1.9% | |
| 94 | 31 | 1.9% | |
| 110 | 31 | 1.9% | |
| 115 | 31 | 1.9% | |
| 113 | 30 | 1.8% | |
| 95 | 30 | 1.8% | |
| 116 | 30 | 1.8% | |
| 107 | 28 | 1.7% | |
| 121 | 28 | 1.7% | |
| 101 | 28 | 1.7% | |
| 117 | 28 | 1.7% | |
| 100 | 27 | 1.6% | |
| 112 | 26 | 1.6% | |
| 98 | 26 | 1.6% | |
| 96 | 25 | 1.5% | |
| 97 | 24 | 1.5% | |
| 92 | 24 | 1.5% | |
| 118 | 23 | 1.4% | |
| 124 | 22 | 1.3% | |
| 102 | 21 | 1.3% | |
| Other values (99) | 741 | 44.9% | |
| (Missing) | 200 | 12.1% |
| Value | Count | Frequency (%) | |
| 57 | 1 | 0.1% | |
| 62 | 1 | 0.1% | |
| 64 | 1 | 0.1% | |
| 65 | 2 | 0.1% | |
| 67 | 3 | 0.2% | |
| 68 | 1 | 0.1% | |
| 69 | 6 | 0.4% | |
| 70 | 4 | 0.2% | |
| 71 | 5 | 0.3% | |
| 72 | 6 | 0.4% |
| Value | Count | Frequency (%) | |
| 222 | 1 | 0.1% | |
| 217 | 1 | 0.1% | |
| 216 | 1 | 0.1% | |
| 207 | 1 | 0.1% | |
| 205 | 1 | 0.1% | |
| 203 | 1 | 0.1% | |
| 198 | 1 | 0.1% | |
| 193 | 1 | 0.1% | |
| 190 | 1 | 0.1% | |
| 185 | 1 | 0.1% |
| Distinct | 1036 |
|---|---|
| Distinct (%) | 71.5% |
| Missing | 200 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.66427727 |
|---|---|
| Minimum | 52 |
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 69.21785714 |
| Q1 | 82.42857143 |
| median | 92.7826087 |
| Q3 | 103.6470588 |
| 95-th percentile | 121.1741935 |
| Maximum | 170 |
| Range | 118 |
| Interquartile range (IQR) | 21.21848739 |
Descriptive statistics
| Standard deviation | 16.28865604 |
|---|---|
| Coefficient of variation (CV) | 0.1739046787 |
| Kurtosis | 1.021736141 |
| Mean | 93.66427727 |
| Median Absolute Deviation (MAD) | 10.6173913 |
| Skewness | 0.6034859442 |
| Sum | 135719.5378 |
| Variance | 265.3203157 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 94 | 10 | 0.6% | |
| 99 | 10 | 0.6% | |
| 92 | 9 | 0.5% | |
| 85 | 9 | 0.5% | |
| 98 | 9 | 0.5% | |
| 113 | 8 | 0.5% | |
| 96 | 8 | 0.5% | |
| 120 | 7 | 0.4% | |
| 91 | 7 | 0.4% | |
| 80 | 7 | 0.4% | |
| 79 | 7 | 0.4% | |
| 104 | 6 | 0.4% | |
| 95 | 6 | 0.4% | |
| 82 | 6 | 0.4% | |
| 72 | 6 | 0.4% | |
| 68 | 6 | 0.4% | |
| 87 | 6 | 0.4% | |
| 84 | 6 | 0.4% | |
| 108 | 6 | 0.4% | |
| 87.5 | 6 | 0.4% | |
| 78.33333333 | 6 | 0.4% | |
| 81 | 6 | 0.4% | |
| 111 | 5 | 0.3% | |
| 88 | 5 | 0.3% | |
| 110 | 5 | 0.3% | |
| Other values (1011) | 1277 | 77.4% | |
| (Missing) | 200 | 12.1% |
| Value | Count | Frequency (%) | |
| 52 | 1 | 0.1% | |
| 55.625 | 1 | 0.1% | |
| 56.5 | 1 | 0.1% | |
| 57.08333333 | 1 | 0.1% | |
| 57.21428571 | 1 | 0.1% | |
| 57.7 | 1 | 0.1% | |
| 57.88888889 | 1 | 0.1% | |
| 58.42857143 | 1 | 0.1% | |
| 58.91666667 | 1 | 0.1% | |
| 59.66666667 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 170 | 1 | 0.1% | |
| 161 | 1 | 0.1% | |
| 159 | 1 | 0.1% | |
| 158.8604651 | 1 | 0.1% | |
| 158 | 1 | 0.1% | |
| 154 | 1 | 0.1% | |
| 149 | 4 | 0.2% | |
| 148 | 1 | 0.1% | |
| 146.5 | 2 | 0.1% | |
| 144.5 | 1 | 0.1% |
| Distinct | 69 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 1450 |
| Missing (%) | 87.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.50502513 |
|---|---|
| Minimum | 4 |
| Maximum | 155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 72 |
| median | 81 |
| Q3 | 92 |
| 95-th percentile | 110.1 |
| Maximum | 155 |
| Range | 151 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 17.93943162 |
|---|---|
| Coefficient of variation (CV) | 0.2201021544 |
| Kurtosis | 3.175948269 |
| Mean | 81.50502513 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.2236649008 |
| Sum | 16219.5 |
| Variance | 321.8232069 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 79 | 9 | 0.5% | |
| 66 | 8 | 0.5% | |
| 83 | 8 | 0.5% | |
| 70 | 7 | 0.4% | |
| 73 | 7 | 0.4% | |
| 75 | 7 | 0.4% | |
| 94 | 6 | 0.4% | |
| 92 | 6 | 0.4% | |
| 82 | 6 | 0.4% | |
| 88 | 6 | 0.4% | |
| 93 | 6 | 0.4% | |
| 86 | 6 | 0.4% | |
| 76 | 5 | 0.3% | |
| 81 | 5 | 0.3% | |
| 77 | 5 | 0.3% | |
| 84 | 5 | 0.3% | |
| 72 | 4 | 0.2% | |
| 80 | 4 | 0.2% | |
| 87 | 4 | 0.2% | |
| 68 | 4 | 0.2% | |
| 85 | 3 | 0.2% | |
| 78 | 3 | 0.2% | |
| 69 | 3 | 0.2% | |
| 90 | 3 | 0.2% | |
| 108 | 3 | 0.2% | |
| Other values (44) | 66 | 4.0% | |
| (Missing) | 1450 | 87.9% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 33 | 1 | 0.1% | |
| 40 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 48 | 1 | 0.1% | |
| 49 | 2 | 0.1% | |
| 53 | 1 | 0.1% | |
| 54 | 2 | 0.1% | |
| 58 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 155 | 1 | 0.1% | |
| 121 | 1 | 0.1% | |
| 120 | 1 | 0.1% | |
| 118 | 1 | 0.1% | |
| 117 | 2 | 0.1% | |
| 116 | 2 | 0.1% | |
| 115 | 1 | 0.1% | |
| 111 | 1 | 0.1% | |
| 110 | 3 | 0.2% | |
| 108 | 3 | 0.2% |
| Distinct | 82 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 1450 |
| Missing (%) | 87.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.0150754 |
|---|---|
| Minimum | 70 |
| Maximum | 247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 81.9 |
| Q1 | 95 |
| median | 110 |
| Q3 | 126 |
| 95-th percentile | 167.2 |
| Maximum | 247 |
| Range | 177 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 28.28971284 |
|---|---|
| Coefficient of variation (CV) | 0.2459652593 |
| Kurtosis | 3.956089616 |
| Mean | 115.0150754 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.553788873 |
| Sum | 22888 |
| Variance | 800.3078524 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 124 | 10 | 0.6% | |
| 118 | 7 | 0.4% | |
| 93 | 6 | 0.4% | |
| 87 | 6 | 0.4% | |
| 97 | 5 | 0.3% | |
| 86 | 5 | 0.3% | |
| 110 | 5 | 0.3% | |
| 126 | 5 | 0.3% | |
| 108 | 5 | 0.3% | |
| 98 | 5 | 0.3% | |
| 109 | 5 | 0.3% | |
| 121 | 4 | 0.2% | |
| 90 | 4 | 0.2% | |
| 96 | 4 | 0.2% | |
| 120 | 4 | 0.2% | |
| 106 | 4 | 0.2% | |
| 104 | 4 | 0.2% | |
| 111 | 4 | 0.2% | |
| 102 | 3 | 0.2% | |
| 112 | 3 | 0.2% | |
| 107 | 3 | 0.2% | |
| 131 | 3 | 0.2% | |
| 94 | 3 | 0.2% | |
| 116 | 3 | 0.2% | |
| 95 | 3 | 0.2% | |
| Other values (57) | 86 | 5.2% | |
| (Missing) | 1450 | 87.9% |
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.1% | |
| 72 | 1 | 0.1% | |
| 74 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| 76 | 1 | 0.1% | |
| 80 | 1 | 0.1% | |
| 81 | 2 | 0.1% | |
| 82 | 2 | 0.1% | |
| 83 | 1 | 0.1% | |
| 84 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 247 | 1 | 0.1% | |
| 232 | 1 | 0.1% | |
| 224 | 1 | 0.1% | |
| 189 | 2 | 0.1% | |
| 186 | 1 | 0.1% | |
| 180 | 1 | 0.1% | |
| 174 | 2 | 0.1% | |
| 169 | 1 | 0.1% | |
| 167 | 1 | 0.1% | |
| 164 | 1 | 0.1% |
| Distinct | 178 |
|---|---|
| Distinct (%) | 89.4% |
| Missing | 1450 |
| Missing (%) | 87.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.63163467 |
|---|---|
| Minimum | 65 |
| Maximum | 181.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 70.64 |
| Q1 | 85.75 |
| median | 95.72727273 |
| Q3 | 106.4035088 |
| 95-th percentile | 124.5781818 |
| Maximum | 181.25 |
| Range | 116.25 |
| Interquartile range (IQR) | 20.65350877 |
Descriptive statistics
| Standard deviation | 16.53420957 |
|---|---|
| Coefficient of variation (CV) | 0.1711055559 |
| Kurtosis | 2.668929202 |
| Mean | 96.63163467 |
| Median Absolute Deviation (MAD) | 10.48027444 |
| Skewness | 0.8983669526 |
| Sum | 19229.6953 |
| Variance | 273.3800861 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 98 | 4 | 0.2% | |
| 92 | 4 | 0.2% | |
| 90 | 3 | 0.2% | |
| 105 | 3 | 0.2% | |
| 98.33333333 | 2 | 0.1% | |
| 68 | 2 | 0.1% | |
| 101.5 | 2 | 0.1% | |
| 107 | 2 | 0.1% | |
| 84 | 2 | 0.1% | |
| 81 | 2 | 0.1% | |
| 86 | 2 | 0.1% | |
| 106.5 | 2 | 0.1% | |
| 100 | 2 | 0.1% | |
| 79.66666667 | 2 | 0.1% | |
| 88 | 2 | 0.1% | |
| 73.6 | 1 | 0.1% | |
| 96.43478261 | 1 | 0.1% | |
| 93.7 | 1 | 0.1% | |
| 83.8 | 1 | 0.1% | |
| 87.72413793 | 1 | 0.1% | |
| 81.625 | 1 | 0.1% | |
| 89.84210526 | 1 | 0.1% | |
| 87.66666667 | 1 | 0.1% | |
| 86.5 | 1 | 0.1% | |
| 92.5 | 1 | 0.1% | |
| Other values (153) | 153 | 9.3% | |
| (Missing) | 1450 | 87.9% |
| Value | Count | Frequency (%) | |
| 65 | 1 | 0.1% | |
| 68 | 2 | 0.1% | |
| 68.6 | 1 | 0.1% | |
| 68.9047619 | 1 | 0.1% | |
| 69.06060606 | 1 | 0.1% | |
| 69.91964286 | 1 | 0.1% | |
| 70 | 1 | 0.1% | |
| 70.36363636 | 1 | 0.1% | |
| 70.4 | 1 | 0.1% | |
| 70.66666667 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 181.25 | 1 | 0.1% | |
| 140.3461538 | 1 | 0.1% | |
| 138.9166667 | 1 | 0.1% | |
| 133.4285714 | 1 | 0.1% | |
| 129.7222222 | 1 | 0.1% | |
| 127.2666667 | 1 | 0.1% | |
| 127 | 1 | 0.1% | |
| 125.9777778 | 1 | 0.1% | |
| 125.6666667 | 1 | 0.1% | |
| 125.2818182 | 1 | 0.1% |
| Distinct | 141 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 129 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.0138158 |
|---|---|
| Minimum | 44 |
| Maximum | 236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 104 |
| median | 118 |
| Q3 | 135 |
| 95-th percentile | 162 |
| Maximum | 236 |
| Range | 192 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 24.40362687 |
|---|---|
| Coefficient of variation (CV) | 0.2033401464 |
| Kurtosis | 0.6954027865 |
| Mean | 120.0138158 |
| Median Absolute Deviation (MAD) | 15.5 |
| Skewness | 0.3831745339 |
| Sum | 182421 |
| Variance | 595.5370045 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 110 | 36 | 2.2% | |
| 116 | 33 | 2.0% | |
| 115 | 33 | 2.0% | |
| 133 | 32 | 1.9% | |
| 112 | 28 | 1.7% | |
| 131 | 28 | 1.7% | |
| 122 | 27 | 1.6% | |
| 119 | 27 | 1.6% | |
| 113 | 27 | 1.6% | |
| 90 | 27 | 1.6% | |
| 108 | 26 | 1.6% | |
| 128 | 26 | 1.6% | |
| 136 | 26 | 1.6% | |
| 111 | 25 | 1.5% | |
| 124 | 25 | 1.5% | |
| 120 | 25 | 1.5% | |
| 121 | 25 | 1.5% | |
| 106 | 25 | 1.5% | |
| 104 | 24 | 1.5% | |
| 105 | 24 | 1.5% | |
| 114 | 23 | 1.4% | |
| 107 | 23 | 1.4% | |
| 125 | 22 | 1.3% | |
| 103 | 22 | 1.3% | |
| 127 | 22 | 1.3% | |
| Other values (116) | 859 | 52.1% | |
| (Missing) | 129 | 7.8% |
| Value | Count | Frequency (%) | |
| 44 | 1 | 0.1% | |
| 50 | 1 | 0.1% | |
| 53 | 2 | 0.1% | |
| 54 | 2 | 0.1% | |
| 57 | 1 | 0.1% | |
| 59 | 2 | 0.1% | |
| 60 | 1 | 0.1% | |
| 61 | 1 | 0.1% | |
| 62 | 1 | 0.1% | |
| 63 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 236 | 1 | 0.1% | |
| 214 | 1 | 0.1% | |
| 208 | 1 | 0.1% | |
| 206 | 2 | 0.1% | |
| 204 | 1 | 0.1% | |
| 194 | 1 | 0.1% | |
| 192 | 2 | 0.1% | |
| 191 | 1 | 0.1% | |
| 189 | 1 | 0.1% | |
| 188 | 3 | 0.2% |
| Distinct | 149 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 129 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.0019737 |
|---|---|
| Minimum | 89 |
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 119 |
| Q1 | 145 |
| median | 163 |
| Q3 | 184 |
| 95-th percentile | 218 |
| Maximum | 250 |
| Range | 161 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 29.14487878 |
|---|---|
| Coefficient of variation (CV) | 0.1766335161 |
| Kurtosis | 0.006700238314 |
| Mean | 165.0019737 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.3390569577 |
| Sum | 250803 |
| Variance | 849.4239592 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 149 | 28 | 1.7% | |
| 160 | 27 | 1.6% | |
| 150 | 27 | 1.6% | |
| 142 | 27 | 1.6% | |
| 155 | 27 | 1.6% | |
| 152 | 26 | 1.6% | |
| 161 | 24 | 1.5% | |
| 151 | 24 | 1.5% | |
| 159 | 24 | 1.5% | |
| 168 | 23 | 1.4% | |
| 192 | 23 | 1.4% | |
| 185 | 23 | 1.4% | |
| 177 | 23 | 1.4% | |
| 165 | 22 | 1.3% | |
| 167 | 22 | 1.3% | |
| 174 | 22 | 1.3% | |
| 154 | 21 | 1.3% | |
| 156 | 21 | 1.3% | |
| 189 | 21 | 1.3% | |
| 166 | 20 | 1.2% | |
| 169 | 20 | 1.2% | |
| 170 | 20 | 1.2% | |
| 143 | 20 | 1.2% | |
| 157 | 20 | 1.2% | |
| 164 | 20 | 1.2% | |
| Other values (124) | 945 | 57.3% | |
| (Missing) | 129 | 7.8% |
| Value | Count | Frequency (%) | |
| 89 | 1 | 0.1% | |
| 91 | 2 | 0.1% | |
| 93 | 1 | 0.1% | |
| 94 | 2 | 0.1% | |
| 98 | 1 | 0.1% | |
| 101 | 1 | 0.1% | |
| 103 | 1 | 0.1% | |
| 104 | 1 | 0.1% | |
| 106 | 2 | 0.1% | |
| 107 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 250 | 4 | 0.2% | |
| 249 | 2 | 0.1% | |
| 248 | 2 | 0.1% | |
| 247 | 1 | 0.1% | |
| 246 | 1 | 0.1% | |
| 244 | 2 | 0.1% | |
| 242 | 3 | 0.2% | |
| 240 | 3 | 0.2% | |
| 239 | 1 | 0.1% | |
| 238 | 4 | 0.2% |
| Distinct | 1175 |
|---|---|
| Distinct (%) | 77.3% |
| Missing | 129 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.8674282 |
|---|---|
| Minimum | 80.85714286 |
| Maximum | 236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 80.85714286 |
|---|---|
| 5-th percentile | 107.15625 |
| Q1 | 126.5660714 |
| median | 141.7142857 |
| Q3 | 156.4625 |
| 95-th percentile | 177.81 |
| Maximum | 236 |
| Range | 155.1428571 |
| Interquartile range (IQR) | 29.89642857 |
Descriptive statistics
| Standard deviation | 21.97668538 |
|---|---|
| Coefficient of variation (CV) | 0.1549100146 |
| Kurtosis | 0.09557275722 |
| Mean | 141.8674282 |
| Median Absolute Deviation (MAD) | 14.95095238 |
| Skewness | 0.2185552942 |
| Sum | 215638.4909 |
| Variance | 482.9747003 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 137 | 8 | 0.5% | |
| 152 | 8 | 0.5% | |
| 144 | 8 | 0.5% | |
| 127 | 8 | 0.5% | |
| 118 | 7 | 0.4% | |
| 155 | 7 | 0.4% | |
| 146 | 6 | 0.4% | |
| 141 | 6 | 0.4% | |
| 138 | 6 | 0.4% | |
| 112 | 6 | 0.4% | |
| 126 | 6 | 0.4% | |
| 125 | 6 | 0.4% | |
| 163 | 5 | 0.3% | |
| 133 | 5 | 0.3% | |
| 128 | 5 | 0.3% | |
| 149 | 5 | 0.3% | |
| 140 | 5 | 0.3% | |
| 177 | 5 | 0.3% | |
| 117 | 5 | 0.3% | |
| 114 | 5 | 0.3% | |
| 134 | 5 | 0.3% | |
| 165 | 4 | 0.2% | |
| 113 | 4 | 0.2% | |
| 140.5 | 4 | 0.2% | |
| 159 | 4 | 0.2% | |
| Other values (1150) | 1377 | 83.5% | |
| (Missing) | 129 | 7.8% |
| Value | Count | Frequency (%) | |
| 80.85714286 | 1 | 0.1% | |
| 86 | 1 | 0.1% | |
| 87.33333333 | 1 | 0.1% | |
| 89.42857143 | 1 | 0.1% | |
| 91 | 2 | 0.1% | |
| 92 | 2 | 0.1% | |
| 92.3 | 1 | 0.1% | |
| 92.77272727 | 1 | 0.1% | |
| 93 | 1 | 0.1% | |
| 93.82926829 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 236 | 1 | 0.1% | |
| 230.6666667 | 1 | 0.1% | |
| 215.6 | 1 | 0.1% | |
| 208 | 1 | 0.1% | |
| 207.7058824 | 1 | 0.1% | |
| 206 | 2 | 0.1% | |
| 204 | 1 | 0.1% | |
| 203.4615385 | 1 | 0.1% | |
| 200.1428571 | 1 | 0.1% | |
| 196.75 | 1 | 0.1% |
| Distinct | 81 |
|---|---|
| Distinct (%) | 55.9% |
| Missing | 1504 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.4 |
|---|---|
| Minimum | 7 |
| Maximum | 191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 86.4 |
| Q1 | 106 |
| median | 124 |
| Q3 | 140 |
| 95-th percentile | 170 |
| Maximum | 191 |
| Range | 184 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 28.31774081 |
|---|---|
| Coefficient of variation (CV) | 0.229479261 |
| Kurtosis | 1.396107373 |
| Mean | 123.4 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.269879536 |
| Sum | 17893 |
| Variance | 801.8944444 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 128 | 7 | 0.4% | |
| 134 | 5 | 0.3% | |
| 107 | 5 | 0.3% | |
| 106 | 4 | 0.2% | |
| 140 | 4 | 0.2% | |
| 125 | 4 | 0.2% | |
| 97 | 3 | 0.2% | |
| 162 | 3 | 0.2% | |
| 130 | 3 | 0.2% | |
| 127 | 3 | 0.2% | |
| 98 | 3 | 0.2% | |
| 120 | 3 | 0.2% | |
| 88 | 3 | 0.2% | |
| 158 | 3 | 0.2% | |
| 109 | 3 | 0.2% | |
| 121 | 3 | 0.2% | |
| 102 | 3 | 0.2% | |
| 100 | 3 | 0.2% | |
| 93 | 2 | 0.1% | |
| 135 | 2 | 0.1% | |
| 122 | 2 | 0.1% | |
| 170 | 2 | 0.1% | |
| 116 | 2 | 0.1% | |
| 110 | 2 | 0.1% | |
| 112 | 2 | 0.1% | |
| Other values (56) | 66 | 4.0% | |
| (Missing) | 1504 | 91.2% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 0.1% | |
| 47 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 72 | 1 | 0.1% | |
| 75 | 1 | 0.1% | |
| 80 | 1 | 0.1% | |
| 82 | 1 | 0.1% | |
| 86 | 1 | 0.1% | |
| 88 | 3 | 0.2% | |
| 89 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 191 | 1 | 0.1% | |
| 187 | 1 | 0.1% | |
| 184 | 1 | 0.1% | |
| 181 | 1 | 0.1% | |
| 176 | 1 | 0.1% | |
| 175 | 1 | 0.1% | |
| 174 | 1 | 0.1% | |
| 170 | 2 | 0.1% | |
| 166 | 2 | 0.1% | |
| 165 | 1 | 0.1% |
| Distinct | 82 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 1504 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.0689655 |
|---|---|
| Minimum | 103 |
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 103 |
|---|---|
| 5-th percentile | 116.4 |
| Q1 | 140 |
| median | 162 |
| Q3 | 180 |
| 95-th percentile | 227.2 |
| Maximum | 288 |
| Range | 185 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 32.58400578 |
|---|---|
| Coefficient of variation (CV) | 0.2010502485 |
| Kurtosis | 1.45971005 |
| Mean | 162.0689655 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.8978096231 |
| Sum | 23500 |
| Variance | 1061.717433 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 168 | 6 | 0.4% | |
| 180 | 5 | 0.3% | |
| 155 | 4 | 0.2% | |
| 170 | 4 | 0.2% | |
| 134 | 4 | 0.2% | |
| 194 | 4 | 0.2% | |
| 146 | 3 | 0.2% | |
| 165 | 3 | 0.2% | |
| 183 | 3 | 0.2% | |
| 119 | 3 | 0.2% | |
| 141 | 3 | 0.2% | |
| 150 | 3 | 0.2% | |
| 162 | 3 | 0.2% | |
| 140 | 3 | 0.2% | |
| 174 | 3 | 0.2% | |
| 151 | 3 | 0.2% | |
| 188 | 3 | 0.2% | |
| 143 | 2 | 0.1% | |
| 199 | 2 | 0.1% | |
| 172 | 2 | 0.1% | |
| 144 | 2 | 0.1% | |
| 116 | 2 | 0.1% | |
| 139 | 2 | 0.1% | |
| 131 | 2 | 0.1% | |
| 137 | 2 | 0.1% | |
| Other values (57) | 69 | 4.2% | |
| (Missing) | 1504 | 91.2% |
| Value | Count | Frequency (%) | |
| 103 | 1 | 0.1% | |
| 108 | 1 | 0.1% | |
| 109 | 2 | 0.1% | |
| 112 | 1 | 0.1% | |
| 114 | 1 | 0.1% | |
| 116 | 2 | 0.1% | |
| 118 | 2 | 0.1% | |
| 119 | 3 | 0.2% | |
| 120 | 1 | 0.1% | |
| 122 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 288 | 1 | 0.1% | |
| 257 | 1 | 0.1% | |
| 247 | 1 | 0.1% | |
| 245 | 1 | 0.1% | |
| 243 | 1 | 0.1% | |
| 242 | 1 | 0.1% | |
| 233 | 1 | 0.1% | |
| 230 | 1 | 0.1% | |
| 216 | 1 | 0.1% | |
| 209 | 1 | 0.1% |
| Distinct | 135 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 1504 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.4529709 |
|---|---|
| Minimum | 86.45454545 |
| Maximum | 209.4615385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 86.45454545 |
|---|---|
| 5-th percentile | 106.3711111 |
| Q1 | 124 |
| median | 140 |
| Q3 | 157.3529412 |
| 95-th percentile | 190.0761905 |
| Maximum | 209.4615385 |
| Range | 123.006993 |
| Interquartile range (IQR) | 33.35294118 |
Descriptive statistics
| Standard deviation | 24.7602468 |
|---|---|
| Coefficient of variation (CV) | 0.1738134814 |
| Kurtosis | -0.05095780292 |
| Mean | 142.4529709 |
| Median Absolute Deviation (MAD) | 16.75 |
| Skewness | 0.3607498767 |
| Sum | 20655.68078 |
| Variance | 613.0698218 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 138 | 4 | 0.2% | |
| 124 | 2 | 0.1% | |
| 136 | 2 | 0.1% | |
| 141.3333333 | 2 | 0.1% | |
| 170 | 2 | 0.1% | |
| 154 | 2 | 0.1% | |
| 126 | 2 | 0.1% | |
| 123 | 2 | 0.1% | |
| 129.9 | 1 | 0.1% | |
| 152.1 | 1 | 0.1% | |
| 191.25 | 1 | 0.1% | |
| 117.6666667 | 1 | 0.1% | |
| 136.8333333 | 1 | 0.1% | |
| 157 | 1 | 0.1% | |
| 122.5 | 1 | 0.1% | |
| 161.5 | 1 | 0.1% | |
| 161.4285714 | 1 | 0.1% | |
| 112.5 | 1 | 0.1% | |
| 178.5 | 1 | 0.1% | |
| 153 | 1 | 0.1% | |
| 86.45454545 | 1 | 0.1% | |
| 111.25 | 1 | 0.1% | |
| 156.5 | 1 | 0.1% | |
| 119.75 | 1 | 0.1% | |
| 157.6666667 | 1 | 0.1% | |
| Other values (110) | 110 | 6.7% | |
| (Missing) | 1504 | 91.2% |
| Value | Count | Frequency (%) | |
| 86.45454545 | 1 | 0.1% | |
| 87.93333333 | 1 | 0.1% | |
| 98.61904762 | 1 | 0.1% | |
| 100.6666667 | 1 | 0.1% | |
| 101.8 | 1 | 0.1% | |
| 101.8947368 | 1 | 0.1% | |
| 104 | 1 | 0.1% | |
| 105.8888889 | 1 | 0.1% | |
| 108.3 | 1 | 0.1% | |
| 110 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 209.4615385 | 1 | 0.1% | |
| 205 | 1 | 0.1% | |
| 203.5 | 1 | 0.1% | |
| 197.25 | 1 | 0.1% | |
| 194 | 1 | 0.1% | |
| 192.8 | 1 | 0.1% | |
| 191.25 | 1 | 0.1% | |
| 190.4285714 | 1 | 0.1% | |
| 188.6666667 | 1 | 0.1% | |
| 187.4285714 | 1 | 0.1% |
glucose
Real number (ℝ≥0)
| Distinct | 271 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 11 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 144.0042735 |
|---|---|
| Minimum | 38 |
| Maximum | 671 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 38 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 101 |
| median | 122 |
| Q3 | 154 |
| 95-th percentile | 292.15 |
| Maximum | 671 |
| Range | 633 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 72.04124324 |
|---|---|
| Coefficient of variation (CV) | 0.5002715647 |
| Kurtosis | 10.14991861 |
| Mean | 144.0042735 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 2.744189624 |
| Sum | 235879 |
| Variance | 5189.940727 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 96 | 35 | 2.1% | |
| 102 | 27 | 1.6% | |
| 97 | 26 | 1.6% | |
| 101 | 26 | 1.6% | |
| 104 | 25 | 1.5% | |
| 90 | 25 | 1.5% | |
| 120 | 25 | 1.5% | |
| 118 | 24 | 1.5% | |
| 110 | 23 | 1.4% | |
| 111 | 23 | 1.4% | |
| 115 | 23 | 1.4% | |
| 99 | 23 | 1.4% | |
| 98 | 23 | 1.4% | |
| 93 | 23 | 1.4% | |
| 128 | 22 | 1.3% | |
| 108 | 22 | 1.3% | |
| 105 | 22 | 1.3% | |
| 132 | 21 | 1.3% | |
| 103 | 21 | 1.3% | |
| 127 | 21 | 1.3% | |
| 95 | 21 | 1.3% | |
| 135 | 20 | 1.2% | |
| 100 | 20 | 1.2% | |
| 86 | 20 | 1.2% | |
| 94 | 19 | 1.2% | |
| Other values (246) | 1058 | 64.2% |
| Value | Count | Frequency (%) | |
| 38 | 1 | 0.1% | |
| 42 | 1 | 0.1% | |
| 52 | 1 | 0.1% | |
| 56 | 1 | 0.1% | |
| 64 | 1 | 0.1% | |
| 66 | 1 | 0.1% | |
| 68 | 1 | 0.1% | |
| 69 | 1 | 0.1% | |
| 71 | 3 | 0.2% | |
| 73 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 671 | 1 | 0.1% | |
| 663 | 1 | 0.1% | |
| 596 | 1 | 0.1% | |
| 565 | 2 | 0.1% | |
| 562 | 1 | 0.1% | |
| 512 | 1 | 0.1% | |
| 502 | 1 | 0.1% | |
| 494 | 1 | 0.1% | |
| 491 | 1 | 0.1% | |
| 489 | 1 | 0.1% |
| Distinct | 254 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 22 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.21213276 |
|---|---|
| Minimum | 0.27 |
| Maximum | 18.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 0.27 |
|---|---|
| 5-th percentile | 0.59 |
| Q1 | 0.8 |
| median | 0.98 |
| Q3 | 1.24 |
| 95-th percentile | 2.551 |
| Maximum | 18.8 |
| Range | 18.53 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 1.124710787 |
|---|---|
| Coefficient of variation (CV) | 0.9278775594 |
| Kurtosis | 81.70938604 |
| Mean | 1.21213276 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 7.570573578 |
| Sum | 1972.14 |
| Variance | 1.264974354 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.9 | 78 | 4.7% | |
| 0.8 | 72 | 4.4% | |
| 1 | 64 | 3.9% | |
| 0.7 | 62 | 3.8% | |
| 1.1 | 59 | 3.6% | |
| 0.6 | 43 | 2.6% | |
| 1.2 | 29 | 1.8% | |
| 0.82 | 23 | 1.4% | |
| 0.88 | 23 | 1.4% | |
| 0.83 | 22 | 1.3% | |
| 0.85 | 21 | 1.3% | |
| 0.74 | 19 | 1.2% | |
| 0.96 | 19 | 1.2% | |
| 0.99 | 18 | 1.1% | |
| 0.98 | 18 | 1.1% | |
| 1.4 | 18 | 1.1% | |
| 0.71 | 17 | 1.0% | |
| 0.81 | 17 | 1.0% | |
| 0.84 | 17 | 1.0% | |
| 0.91 | 17 | 1.0% | |
| 1.15 | 17 | 1.0% | |
| 0.87 | 16 | 1.0% | |
| 0.89 | 16 | 1.0% | |
| 0.77 | 15 | 0.9% | |
| 1.03 | 15 | 0.9% | |
| Other values (229) | 892 | 54.1% | |
| (Missing) | 22 | 1.3% |
| Value | Count | Frequency (%) | |
| 0.27 | 1 | 0.1% | |
| 0.32 | 1 | 0.1% | |
| 0.35 | 1 | 0.1% | |
| 0.37 | 1 | 0.1% | |
| 0.38 | 1 | 0.1% | |
| 0.4 | 2 | 0.1% | |
| 0.41 | 1 | 0.1% | |
| 0.42 | 1 | 0.1% | |
| 0.43 | 1 | 0.1% | |
| 0.44 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 18.8 | 1 | 0.1% | |
| 16 | 1 | 0.1% | |
| 12.82 | 1 | 0.1% | |
| 12.1 | 1 | 0.1% | |
| 11.6 | 1 | 0.1% | |
| 10.9 | 1 | 0.1% | |
| 9.6 | 1 | 0.1% | |
| 8.94 | 1 | 0.1% | |
| 8.61 | 1 | 0.1% | |
| 8.3 | 1 | 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 232 |
| Missing (%) | 14.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.67607622 |
|---|---|
| Minimum | 3 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 14 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 12 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.291437164 |
|---|---|
| Coefficient of variation (CV) | 0.2596574135 |
| Kurtosis | 0.899036991 |
| Mean | 12.67607622 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.405492886 |
| Sum | 17962 |
| Variance | 10.8335586 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 15 | 694 | 42.1% | |
| 14 | 187 | 11.3% | |
| 12 | 80 | 4.9% | |
| 13 | 75 | 4.5% | |
| 11 | 72 | 4.4% | |
| 10 | 61 | 3.7% | |
| 6 | 54 | 3.3% | |
| 7 | 52 | 3.2% | |
| 9 | 44 | 2.7% | |
| 3 | 37 | 2.2% | |
| 8 | 36 | 2.2% | |
| 5 | 14 | 0.8% | |
| 4 | 11 | 0.7% | |
| (Missing) | 232 | 14.1% |
| Value | Count | Frequency (%) | |
| 3 | 37 | 2.2% | |
| 4 | 11 | 0.7% | |
| 5 | 14 | 0.8% | |
| 6 | 54 | 3.3% | |
| 7 | 52 | 3.2% | |
| 8 | 36 | 2.2% | |
| 9 | 44 | 2.7% | |
| 10 | 61 | 3.7% | |
| 11 | 72 | 4.4% | |
| 12 | 80 | 4.9% |
| Value | Count | Frequency (%) | |
| 15 | 694 | 42.1% | |
| 14 | 187 | 11.3% | |
| 13 | 75 | 4.5% | |
| 12 | 80 | 4.9% | |
| 11 | 72 | 4.4% | |
| 10 | 61 | 3.7% | |
| 9 | 44 | 2.7% | |
| 8 | 36 | 2.2% | |
| 7 | 52 | 3.2% | |
| 6 | 54 | 3.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 877 | 53.2% | |
| 1 | 325 | 19.7% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 83 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1119 | 67.9% | |
| 1 | 83 | 5.0% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1002 | 60.8% | |
| 1 | 200 | 12.1% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 77 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1125 | 68.2% | |
| 1 | 77 | 4.7% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 992 | 60.2% | |
| 1 | 210 | 12.7% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1193 | 72.3% | |
| 1 | 9 | 0.5% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 447 |
| Missing (%) | 27.1% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 34 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 1168 | 70.8% | |
| 1 | 34 | 2.1% | |
| (Missing) | 447 | 27.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 1 | 1005 | 60.9% | |
| 0 | 600 | 36.4% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1339 | 81.2% | |
| 1 | 266 | 16.1% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 54 |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1551 | 94.1% | |
| 1 | 54 | 3.3% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1325 | 80.4% | |
| 1 | 280 | 17.0% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | 128 |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1477 | 89.6% | |
| 1 | 128 | 7.8% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1264 | 76.7% | |
| 1 | 341 | 20.7% | |
| (Missing) | 44 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 44 |
| Missing (%) | 2.7% |
| Memory size | 13.0 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 44 |
| Value | Count | Frequency (%) | |
| 0 | 1304 | 79.1% | |
| 1 | 301 | 18.3% | |
| (Missing) | 44 | 2.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| patientunitstayid | gender | age | ethnicity | apacheadmissiondx | admissionheight | hospitaldischargelocation | hospitaldischargestatus | unittype | admissionweight | dischargeweight | icu_los_hours | is_primary | min_nibp | max_nibp | avg_nibp | min_ibp | max_ibp | avg_ibp | min_nibp_systolic | max_nibp_systolic | avg_nibp_systolic | min_ibp_systolic | max_ibp_systolic | avg_ibp_systolic | glucose | creatinine | gcs | antihypertensive_iv_tight_control | antihypertensive_iv_non_tight_control | heparin_iv | inotropes | antiplatelets | anticoag | antihypertensive_non_iv | hypertension | ischemic_heart_disease | peripheral_vascular_disease | atrial_fibrillation | transient_ischemic_attack | previous_stroke | diabetes | hosp_mortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 142974 | Female | 54 | African American | CVA, cerebrovascular accident/stroke | 157.5 | Home | Alive | Med-Surg ICU | 117.9 | 112.2 | 65 | 1 | NaN | NaN | NaN | 59.0 | 116.0 | 89.600000 | 84.0 | 153.0 | 115.769231 | NaN | NaN | NaN | 127.0 | 1.10 | 13.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 1 | 143596 | Male | 83 | Caucasian | CVA, cerebrovascular accident/stroke | 170.2 | Rehabilitation | Alive | Neuro ICU | 91.6 | 95.8 | 43 | 1 | NaN | NaN | NaN | 96.0 | 164.0 | 122.600000 | 158.0 | 198.0 | 177.400000 | NaN | NaN | NaN | 111.0 | 0.86 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 2 | 147575 | Male | 66 | Caucasian | CVA, cerebrovascular accident/stroke | 177.8 | Rehabilitation | Alive | CCU-CTICU | 70.1 | 70.3 | 63 | 1 | NaN | NaN | NaN | 60.0 | 91.0 | 76.400000 | 84.0 | 144.0 | 107.727273 | NaN | NaN | NaN | 114.0 | 1.03 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 153552 | Female | 63 | Caucasian | CVA, cerebrovascular accident/stroke | 160.0 | Home | Alive | Med-Surg ICU | NaN | 72.6 | 17 | 1 | NaN | NaN | NaN | 90.0 | 111.0 | 101.250000 | 130.0 | 168.0 | 146.600000 | NaN | NaN | NaN | 100.0 | 1.01 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 4 | 166480 | Female | 70 | Hispanic | CVA, cerebrovascular accident/stroke | 154.9 | Skilled Nursing Facility | Alive | Med-Surg ICU | 112.5 | 104.9 | 47 | 1 | NaN | NaN | NaN | 59.0 | 112.0 | 79.157895 | 95.0 | 192.0 | 129.321429 | NaN | NaN | NaN | 138.0 | 1.98 | 7.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 5 | 174480 | Female | 79 | Caucasian | CVA, cerebrovascular accident/stroke | 167.6 | Rehabilitation | Alive | Neuro ICU | 83.9 | 75.7 | 47 | 1 | NaN | NaN | NaN | 81.0 | 125.0 | 100.366667 | 112.0 | 204.0 | 157.419355 | 138.0 | 170.0 | 153.818182 | 149.0 | 0.88 | 14.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 180550 | Male | 68 | Caucasian | CVA, cerebrovascular accident/stroke | 181.6 | Home | Alive | CTICU | 92.6 | 86.3 | 17 | 1 | NaN | NaN | NaN | 87.0 | 87.0 | 87.000000 | 90.0 | 94.0 | 92.000000 | NaN | NaN | NaN | 105.0 | 1.42 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | 182888 | Male | 65 | Caucasian | CVA, cerebrovascular accident/stroke | 175.3 | Home | Alive | Med-Surg ICU | NaN | 101.8 | 51 | 1 | NaN | NaN | NaN | 70.0 | 110.0 | 87.724138 | 104.0 | 148.0 | 119.033333 | NaN | NaN | NaN | 205.0 | 1.06 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 187644 | Male | 73 | Caucasian | CVA, cerebrovascular accident/stroke | 175.3 | Home | Alive | CCU-CTICU | NaN | 54.2 | 36 | 1 | NaN | NaN | NaN | 73.0 | 122.0 | 101.692308 | 116.0 | 227.0 | 184.047619 | NaN | NaN | NaN | 129.0 | 0.88 | 14.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 9 | 196657 | Male | 57 | Caucasian | CVA, cerebrovascular accident/stroke | 167.6 | Death | Expired | Med-Surg ICU | 83.3 | 85.2 | 138 | 1 | NaN | NaN | NaN | 75.0 | 189.0 | 111.302326 | 102.0 | 227.0 | 153.279070 | NaN | NaN | NaN | 138.0 | 1.09 | 11.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
Last rows
| patientunitstayid | gender | age | ethnicity | apacheadmissiondx | admissionheight | hospitaldischargelocation | hospitaldischargestatus | unittype | admissionweight | dischargeweight | icu_los_hours | is_primary | min_nibp | max_nibp | avg_nibp | min_ibp | max_ibp | avg_ibp | min_nibp_systolic | max_nibp_systolic | avg_nibp_systolic | min_ibp_systolic | max_ibp_systolic | avg_ibp_systolic | glucose | creatinine | gcs | antihypertensive_iv_tight_control | antihypertensive_iv_non_tight_control | heparin_iv | inotropes | antiplatelets | anticoag | antihypertensive_non_iv | hypertension | ischemic_heart_disease | peripheral_vascular_disease | atrial_fibrillation | transient_ischemic_attack | previous_stroke | diabetes | hosp_mortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1639 | 426000 | Female | 26 | Hispanic | CVA, cerebrovascular accident/stroke | 160.0 | Death | Expired | Med-Surg ICU | 50.8 | NaN | 102 | 1 | 74.0 | 92.0 | 85.857143 | NaN | NaN | NaN | 124.0 | 138.0 | 132.142857 | NaN | NaN | NaN | 209.0 | 0.37 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 |
| 1640 | 3060654 | Male | 77 | Caucasian | CVA, cerebrovascular accident/stroke | 180.3 | Home | Alive | Med-Surg ICU | 99.8 | NaN | 69 | 1 | 82.0 | 117.0 | 102.166667 | NaN | NaN | NaN | 104.0 | 135.0 | 122.166667 | NaN | NaN | NaN | 102.0 | 1.26 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1641 | 432018 | Male | 54 | Hispanic | CVA, cerebrovascular accident/stroke | 188.0 | Death | Expired | Neuro ICU | 145.0 | NaN | 73 | 1 | 63.0 | 105.0 | 80.222222 | NaN | NaN | NaN | 86.0 | 168.0 | 121.666667 | NaN | NaN | NaN | 491.0 | 1.40 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 |
| 1642 | 1018904 | Female | 79 | Caucasian | CVA, cerebrovascular accident/stroke | 157.0 | Home | Alive | Neuro ICU | 50.7 | 48.3 | 160 | 1 | 84.0 | 107.0 | 92.714286 | 86.0 | 113.0 | 95.266667 | 108.0 | 146.0 | 126.714286 | 120.0 | 162.0 | 134.333333 | 175.0 | 0.70 | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1643 | 3104132 | Male | 62 | Other/Unknown | CVA, cerebrovascular accident/stroke | 170.2 | Rehabilitation | Alive | SICU | 68.9 | 68.9 | 67 | 1 | 103.0 | 132.0 | 117.090909 | NaN | NaN | NaN | 149.0 | 201.0 | 172.272727 | NaN | NaN | NaN | 90.0 | 0.94 | 14.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1644 | 3104092 | Female | 74 | Caucasian | CVA, cerebrovascular accident/stroke | 160.0 | Home | Alive | SICU | 58.9 | NaN | 34 | 0 | 87.0 | 93.0 | 91.250000 | NaN | NaN | NaN | 144.0 | 150.0 | 146.750000 | NaN | NaN | NaN | 128.0 | 0.73 | 14.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1645 | 1603641 | Female | 69 | Caucasian | CVA, cerebrovascular accident/stroke | 160.0 | Home | Alive | Med-Surg ICU | 74.8 | 82.1 | 14 | 0 | 87.0 | 116.0 | 101.500000 | NaN | NaN | NaN | 136.0 | 189.0 | 166.250000 | NaN | NaN | NaN | 212.0 | 1.70 | 15.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1646 | 1048682 | Female | 36 | Caucasian | CVA, cerebrovascular accident/stroke | 157.0 | Other | Alive | Neuro ICU | 54.7 | NaN | 34 | 0 | 57.0 | 78.0 | 64.800000 | NaN | NaN | NaN | 90.0 | 107.0 | 95.900000 | NaN | NaN | NaN | 102.0 | 0.50 | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1647 | 3124122 | Female | 85 | Caucasian | CVA, cerebrovascular accident/stroke | 154.9 | Skilled Nursing Facility | Alive | Med-Surg ICU | 48.4 | 48.0 | 25 | 1 | 68.0 | 85.0 | 79.333333 | NaN | NaN | NaN | 105.0 | 137.0 | 124.500000 | NaN | NaN | NaN | 135.0 | 0.68 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |
| 1648 | 3038473 | Female | 64 | Caucasian | CVA, cerebrovascular accident/stroke | 163.0 | Rehabilitation | Alive | SICU | NaN | NaN | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 92.0 | 0.71 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 |